Common Acoustical Pole Estimation from Multi-Channel Musical Audio Signals
| Autor: | Takuya Yoshioka, Takafumi Hikichi, Hiroshi G. Okuno, Masato Miyoshi |
|---|---|
| Rok vydání: | 2006 |
| Předmět: |
Audio signal
Computer science Applied Mathematics Acoustics Speech recognition Audio signal flow Computer Graphics and Computer-Aided Design Transfer function Signal Time variance Amplitude Computer Science::Sound Spectral envelope Signal Processing Electrical and Electronic Engineering Envelope (motion) |
| Zdroj: | IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences. :240-247 |
| ISSN: | 1745-1337 0916-8508 |
| DOI: | 10.1093/ietfec/e89-a.1.240 |
| Popis: | This paper describes a method for estimating the amplitude characteristics of poles common to multiple room transfer functions from musical audio signals received by multiple microphones. Knowledge of these pole characteristics would make it easier to manipulate audio equalizers, since they correspond to the room resonance. It has been proven that an estimate of the poles can be calculated precisely when a source signal is white. However, if a source signal is colored as in the case of a musical audio signal, the estimate is degraded by the frequency characteristics originally contained in the source signal. In this paper, we consider that an amplitude spectrum of a musical audio signal consists of its envelope and fine structure. We assume that musical pieces can be classified into several categories according to their average amplitude spectral envelopes. Based on this assumption, the amplitude spectral envelope of the musical audio signal can be obtained from prior knowledge of the average amplitude spectral envelope of a musical piece category into which the target piece is classified. On the other hand, the fine structure is identified based on its time variance. By removing both the spectral envelope and the fine structure from the amplitude spectrum estimated with the conventional method, the amplitude characteristics of the acoustical poles can be extracted. Simulation results for 20 popular songs revealed that our method was capable of estimating the amplitude characteristics of the acoustical poles with a spectral distortion of 3.11 dB. In particular, most of the spectral peaks, corresponding to the room resonance modes, were successfully detected. |
| Databáze: | OpenAIRE |
| Externí odkaz: |
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